week3 PRINCE GEORGE heat wave analysis
alex lin
July 03, 2024
Data
basic EDA
check temp dist for in a random day from all year value
## STATION_NAME
## 1 PRINCE GEORGE A
## 2 PRINCE GEORGEget 90th from the all year for all day value
Plot
plot given year temp dist vs baseline 90th
EHF plot
plot all year temp in grey vs baseline
## Warning: Removed 396 rows containing missing values or values outside the scale range
## (`geom_line()`).## Warning: Removed 1 row containing missing values or values outside the scale range
## (`geom_line()`).
## Removed 1 row containing missing values or values outside the scale range
## (`geom_line()`).
## Warning: Removed 395 rows containing missing values or values outside the scale range
## (`geom_line()`).## Warning: Removed 2 rows containing missing values or values outside the scale range
## (`geom_line()`).## Warning: Removed 1 row containing missing values or values outside the scale range
## (`geom_line()`).
Analyze the hw
hw dist for certain 1 year
prepare for the data
## # A tibble: 24 × 7
## Month Day Percentile_90 MAX_TEMP_YEAR DayOfYear Condition Cumulative_Count
## <int> <int> <dbl> <dbl> <dbl> <lgl> <dbl>
## 1 1 11 4.31 5.5 11 TRUE 1
## 2 1 12 4.52 5.5 12 TRUE 2
## 3 1 27 4.4 5 27 TRUE 1
## 4 3 17 10 11.2 76 TRUE 1
## 5 3 18 10 12.1 77 TRUE 2
## 6 3 19 10 14 78 TRUE 3
## 7 3 20 10.0 15.7 79 TRUE 4
## 8 3 21 10.0 15.7 80 TRUE 5
## 9 3 22 10.4 14.5 81 TRUE 6
## 10 5 9 21.1 25 129 TRUE 1
## # ℹ 14 more rowsplot hw analysis for all year
plot overall count of hw through years
plot for heat map
